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Promotion of GM-PHD Filtering Approach for Single-Target Tracking in Raw Data of Synthetic Aperture Radar in Spotlight Imaging Mode

机译:聚光成像模式下合成孔径雷达原始数据中单目标跟踪的GM-PHD滤波方法的推广

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摘要

So far multi-antenna techniques have been used in Synthetic Aperture Radar (SAR) to track moving targets. These techniques carry out the tracking of moving targets in an imaging area, using a combination of the data received by two or several antennas. The aim of this paper is single-target tracking in SAR Spotlight imaging mode based on the promoted PHD filter. In most applications, target tracking in densely cluttered environment using radar system demands robust filtering so as to increase the tracking efficiency. Therefore, tracking of moving targets in the presence of high density clutters in environment, as the particular capability of the PHD filter, has turned it into a robust approach in SAR to track moving targets. Also as the simulation results show, using Range Cell Migration Compensation (RCMC) on SAR raw data before tracking, makes it possible to track a moving target with high quality.
机译:到目前为止,合成孔径雷达(SAR)中已使用多天线技术来跟踪运动目标。这些技术使用两个或几个天线接收到的数据的组合来跟踪成像区域中的移动目标。本文的目的是基于改进的PHD滤波器的SAR Spotlight成像模式下的单目标跟踪。在大多数应用中,使用雷达系统在密集杂乱环境中进行目标跟踪需要鲁棒的滤波,以提高跟踪效率。因此,作为PHD滤波器的特殊功能,在环境中存在高密度杂波的情况下跟踪运动目标已将其转变为SAR中跟踪运动目标的可靠方法。正如仿真结果所示,在跟踪之前对SAR原始数据使用距离单元迁移补偿(RCMC),可以跟踪高质量的运动目标。

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